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Mistral Unveils OCR 4 for Enterprise Search, RAG and Document Processing

enterpriseai.news·Jun 25, 2026

Mistral has launched OCR 4, an advanced optical character recognition model designed for enterprise search and document processing, featuring capabilities such as bounding boxes, block classification, and inline confidence scores across 170 languages. The model is compact for self-hosted deployment, supports high-throughput processing, and is integrated with Mistral's Search Toolkit, providing structured outputs that enhance data retrieval and processing efficiency.

Mistral OCR 4's integration of bounding boxes, block classification, and inline confidence scores into a single, self-hosted deployment container offers a significant advancement for enterprise search and retrieval-augmented generation (RAG) workflows. Its ability to handle 170 languages and support for document sovereignty by keeping data on-premise can streamline document processing and enhance multi-language enterprise applications, making it a strategic tool for organizations aiming to optimize data workflows and maintain compliance.

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